Relaxing the standard assumption of one price in labor markets, we evaluate the impact of labor subsidies, namely, the effects of an industrial policy designed to reallocate workers from low-wage to high-wage industries through subsidization of training costs. We found that the welfare gains can be substantial, and, in contrast to well-established results, the wage gap between low-paid workers and high-paid workers is actually reduced.